Triple

T5916284
Position Surface form Disambiguated ID Type / Status
Subject Julia Prinsep Duckworth E131587 entity
Predicate hasFamilyNameAfterSecondMarriage P67679 FINISHED
Object Stephen
Stephen is the married surname of Julia Prinsep Duckworth, adopted after her second marriage.
E557405 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Stephen | Statement: [Julia Prinsep Duckworth, hasFamilyNameAfterSecondMarriage, Stephen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen
Context triple: [Julia Prinsep Duckworth, hasFamilyNameAfterSecondMarriage, Stephen]
  • A. Stephen
    Stephen is the formal given name of Steve Wozniak, the American computer engineer and co-founder of Apple Inc.
  • B. Stephen
    Stephen is the middle name of Harold Stephen Black, an American electrical engineer known for inventing the negative feedback amplifier.
  • C. Stephen
    Stephen is the full given name of former Scottish footballer and manager Steve Nicol, best known for his successful career with Liverpool FC in the 1980s and early 1990s.
  • D. Stephen
    Stephen is the given first name of English actor, comedian, and writer Steve Coogan.
  • E. Stephen
    Stephen is the first name of Grover Cleveland, the 22nd and 24th president of the United States.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Stephen
Triple: [Julia Prinsep Duckworth, hasFamilyNameAfterSecondMarriage, Stephen]
Generated description
Stephen is the married surname of Julia Prinsep Duckworth, adopted after her second marriage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen
Target entity description: Stephen is the married surname of Julia Prinsep Duckworth, adopted after her second marriage.
  • A. Stephen
    Stephen is the given name of Stephen Jay Gould, the influential American paleontologist, evolutionary biologist, and science writer.
  • B. Stephen
    Stephen is the birth surname of the English modernist writer Virginia Woolf, belonging to a prominent literary and intellectual family in late 19th-century London.
  • C. Stephen
    Stephen is the given name of Stephen G. Breyer, an American jurist and former Associate Justice of the U.S. Supreme Court.
  • D. Stephen
    Stephen is the middle name of American philanthropist and Standard Oil heir Edward H. Harkness.
  • E. Stephen
    Stephen is the given first name of Steve Wynn, the American real estate businessman and art collector known for his role in developing major Las Vegas casinos.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasFamilyNameAfterSecondMarriage
Context triple: [Julia Prinsep Duckworth, hasFamilyNameAfterSecondMarriage, Stephen]
  • A. hasMarriedSurname
    Indicates that a person’s current surname is the one they adopted through marriage.
  • B. givenToSecondHusbandBy
    Indicates that something was transferred or bestowed upon a person by their second husband.
  • C. secondWifeOf
    Indicates that one person is the second spouse (by order of marriage) of another person.
  • D. takenFromSecondHusbandBy
    Indicates that something or someone was removed, seized, or otherwise taken away from a second husband by another party.
  • E. spouseFamilyName
    Indicates that the object is the family name (surname) shared by or associated with a person's spouse.
  • F. None of above. chosen

Provenance (7 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c048fc112c8190b905bf561c9de096 completed March 22, 2026, 7:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c02c24cc8190a98d24f7445f59b7 completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c19665b08190ab3c66b7c6c33f61 completed March 23, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69c0c4576824819080ced71df8fdda6c completed March 23, 2026, 4:40 a.m.
PD Predicate disambiguation batch_69c03352208c8190968efed05a9fd416 completed March 22, 2026, 6:22 p.m.
PDg Predicate description generation batch_69c048fb02a081908e78629e1e283cd0 completed March 22, 2026, 7:54 p.m.
Created at: March 22, 2026, 3:59 p.m.